Description of the Group Dynamic of Funds' Managers using Kohonen's Map. - Catherine Aaron; Yamina Tadjeddine (ESANN, 2004)

Graph-based normalization. - Catherine Aaron (ESANN, 2005)

Graph-based normalization and whitening for non-linear data analysis. - Catherine Aaron (Neural Networks, 2006)

Local convex hull support and boundary estimation. - Catherine Aaron; Olivier Bodart (J. Multivar. Anal., 2016)

Convergence rates for estimators of geodesic distances and Frèchet expectations. - Catherine Aaron; Olivier Bodart (J. Appl. Probab., 2018)

Multivariate and functional robust fusion methods for structured Big Data. - Catherine Aaron; Alejandro Cholaquidis; Ricardo Fraiman; Badih Ghattas (J. Multivar. Anal., 2019)